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Motion-Tolerant Magnetic Earring Sensor and Wireless Earpiece for Wearable Photoplethysmography

机译:耐运动的磁性耳环传感器和可穿戴光电体积描记仪的无线耳机

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摘要

This paper addresses the design considerations and critical evaluation of a novel embodiment for wearable photoplethysmography (PPG) comprising a magnetic earring sensor and wireless earpiece. The miniaturized sensor can be worn comfortably on the earlobe and contains an embedded accelerometer to provide motion reference for adaptive noise cancellation. The compact wireless earpiece provides analog signal conditioning and acts as a data-forwarding device via a radio frequency transceiver. Using Bland–Altman and correlation analysis, we evaluated the performance of the proposed system against an FDA-approved ECG measurement device during daily activities. The mean $pm$ standard deviation (SD) of the differences between heart rate measurements from the proposed device and ECG (expressed as percentage of the average between the two techniques) along with the 95% limits of agreement (LOA $=$ $pm$1.96 SD) was 0.62% $pm$ 4.51% (LOA $=$ $-$8.23% and 9.46%), $-$0.49% $pm$ 8.65% ($-$ 17.39% and 16.42%), and $-$0.32% $pm$ 10.63% ($-$21.15% and 20.52%) during standing, walking, and running, respectively. Linear regression indicated a high correlation between the two measurement-n-ns across the three evaluated conditions ($r$ $=$ 0.97, 0.82, and 0.76, respectively with $p$ u0003C; 0.001). The new earring PPG system provides a platform for comfortable, robust, unobtrusive, and discreet monitoring of cardiovascular function.
机译:本文针对可穿戴式光电体积描记术(PPG)的新型实施例的设计考虑和关键评估,该实施例包括磁性耳环传感器和无线耳机。小型化的传感器可以舒适地戴在耳垂上,并包含一个嵌入式加速度计,可为自适应噪声消除提供运动参考。紧凑的无线耳机提供模拟信号调节功能,并通过射频收发器充当数据转发设备。使用Bland–Altman和相关分析,我们在日常活动中相对于FDA批准的ECG测量设备评估了建议系统的性能。建议设备和ECG的心率测量值之间的差异的平均$ pm $标准偏差(SD)(表示为两种技术之间平均值的百分比)以及协议的95%限制(LOA $ = $ $ pm $ 1.96 SD)为0.62%$ pm $ 4.51%(LOA $ = $ $-$ 8.23%和9.46%),$-$ 0.49%$ pm $ 8.65%($-$ 17.39%和16.42%)和$-$ 0.32%站立,行走和跑步期间的$ pm $ 10.63%($-$ 21.15%和20.52%)。线性回归表明,在三个评估条件下,两个测量值n-ns之间具有高度相关性($ p $ u0003C,分别为$ r $ $ = $ 0.97、0.82和0.76; 0.001)。新的耳环PPG系统提供了一个平台,可对心血管功能进行舒适,稳定,不显眼和谨慎的监视。

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